{"id":"W7116085590","doi":"10.25071/309gxd37","title":"Canadian Studies in parallel","year":2025,"lang":"","type":"article","venue":"Canada Watch","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Canadian studies; Regional studies; Australian studies; Japanese studies; Doctoral studies","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004178234,0.0001702562,0.0003730466,0.000658866,0.001625781,0.0002299092,0.0004927107,0.000171719,0.0009978355],"category_scores_gemma":[0.000314481,0.0002564922,0.00006412381,0.001537763,0.0008046155,0.0001343856,0.00004507753,0.0003385867,0.00003642797],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.04526502,"about_ca_system_score_gemma":0.09668323,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9999996,"about_ca_topic_score_gemma":1,"domain_scores_codex":[0.9977556,0.0001620553,0.0003768437,0.0003910236,0.0003570719,0.0009573576],"domain_scores_gemma":[0.9987519,0.0001135404,0.00005595006,0.0002754776,0.0001505099,0.0006526073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003378845,0.000007373275,0.002322988,0.00007001522,0.00006329157,0.0003216318,0.007693094,0.00003844012,3.464089e-7,0.007214011,0.977447,0.004818434],"study_design_scores_gemma":[0.0002051543,0.000004921029,0.002706589,0.0001525419,0.00002765593,4.876932e-7,0.02284259,0.00000972339,5.204704e-7,0.001378087,0.9724351,0.0002366449],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0299915,0.05146385,0.000001247599,0.4752513,0.01555102,0.0007205353,0.0002054019,0.00002023033,0.4267949],"genre_scores_gemma":[0.6809369,0.004742837,0.00001246056,0.005010623,0.0001822454,0.00002700513,0.000004588788,0.00001038401,0.3090729],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6509454,"threshold_uncertainty_score":0.9999887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02038731498557209,"score_gpt":0.2677352124765213,"score_spread":0.2473478974909492,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}